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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF8 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.3
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
227.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
93.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
92.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
75.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF8 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
86.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.5
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
43.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
3.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
2.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
2.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
2.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
2.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
2.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
2.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
2.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.9
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.8
1c070992-647b-4173-a481-904c4d_D2
Normal
1.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
1.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
1.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.3
82157a70-12f1-4913-b548-d98881_D2
Normal
1.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
41a04113-2061-4923-bca5-da586c_D2
Normal
1.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-1.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.8
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-2.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.0
b2400046-1d25-429d-a821-6040a6
Tumor
-2.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-2.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-2.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-2.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-2.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-2.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-2.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-2.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-2.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-2.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-2.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-2.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-2.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-2.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-2.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-3.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-3.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-3.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-3.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-3.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-3.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-3.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-3.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-3.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-3.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-4.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
